Triple

T15067363
Position Surface form Disambiguated ID Type / Status
Subject Taiwan Railways network E379789 entity
Predicate abbreviation P43 FINISHED
Object TRA network
The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
E1134700 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: TRA network | Statement: [Taiwan Railways network, abbreviation, TRA network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TRA network
Context triple: [Taiwan Railways network, abbreviation, TRA network]
  • A. AVE network
    The AVE network is Spain’s high-speed rail system that connects major cities across the country with fast, long-distance train services.
  • B. TNET
    TNET is the stock ticker symbol for Telenet Group, a Belgian telecommunications and entertainment services provider.
  • C. TPG network
    The TPG network is the public transportation system serving Geneva, Switzerland, operated by Transports Publics Genevois and encompassing trams, buses, and trolleybuses across the city and surrounding areas.
  • D. R-net
    R-net is a high-quality Dutch public transport network brand that unifies and standardizes premium bus, tram, metro, and train services across several regions in the Netherlands.
  • E. Terra Networks
    Terra Networks is a Spanish internet company best known for its early-2000s expansion in the online services market, including the high-profile acquisition of the web portal Lycos.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: TRA network
Triple: [Taiwan Railways network, abbreviation, TRA network]
Generated description
The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TRA network
Target entity description: The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
  • A. AVE network
    The AVE network is Spain’s high-speed rail system that connects major cities across the country with fast, long-distance train services.
  • B. TNET
    TNET is the stock ticker symbol for Telenet Group, a Belgian telecommunications and entertainment services provider.
  • C. TPG network
    The TPG network is the public transportation system serving Geneva, Switzerland, operated by Transports Publics Genevois and encompassing trams, buses, and trolleybuses across the city and surrounding areas.
  • D. R-net
    R-net is a high-quality Dutch public transport network brand that unifies and standardizes premium bus, tram, metro, and train services across several regions in the Netherlands.
  • E. Terra Networks
    Terra Networks is a Spanish internet company best known for its early-2000s expansion in the online services market, including the high-profile acquisition of the web portal Lycos.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedeea750c819082d8823c9ab6c5a2 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5cb04e88190a42bb0e516df61bc completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea66a04988190b483210c1671d287 completed May 9, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_69fea70e2fbc81908f168925b06bdbd6 completed May 9, 2026, 3:16 a.m.
Created at: April 10, 2026, 3:02 a.m.